3d reasoning

3 papers

• Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
• MLLMs Need 3D-Aware Representation Supervision for Scene Understanding
• SolidGeo: Measuring Multimodal Spatial Math Reasoning in Solid Geometry